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A neural prosody encoder for end-ro-end dialogue act classification


May 11, 2022
Kai Wei, Dillon Knox, Martin Radfar, Thanh Tran, Markus Muller, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Maurizio Omologo


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Distributed Neural Precoding for Hybrid mmWave MIMO Communications with Limited Feedback


Apr 18, 2022
Kai Wei, Jindan Xu, Wei Xu, Ning Wang, Dong Chen

* 13 pages, 4 figures 

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Multi-task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding


Apr 01, 2022
Xuandi Fu, Feng-Ju Chang, Martin Radfar, Kai Wei, Jing Liu, Grant P. Strimel, Kanthashree Mysore Sathyendra

* Accepted at ICASSP 2022 

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Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding


Dec 13, 2021
Kai Wei, Thanh Tran, Feng-Ju Chang, Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Jing Liu, Anirudh Raju, Ross McGowan, Nathan Susanj, Ariya Rastrow, Grant P. Strimel

* ASRU2021 

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Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling


Dec 21, 2020
Jixuan Wang, Kai Wei, Martin Radfar, Weiwei Zhang, Clement Chung

* This is a pre-print version of paper accepted by AAAI2021 

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Semi-Supervised Recognition under a Noisy and Fine-grained Dataset


Jun 18, 2020
Cheng Cui, Zhi Ye, Yangxi Li, Xinjian Li, Min Yang, Kai Wei, Bing Dai, Yanmei Zhao, Zhongji Liu, Rong Pang

* 5 pages, 3 figures, 3 tables 

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Jensen: An Easily-Extensible C++ Toolkit for Production-Level Machine Learning and Convex Optimization


Jul 17, 2018
Rishabh Iyer, John T. Halloran, Kai Wei


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Modeling and Simultaneously Removing Bias via Adversarial Neural Networks


Apr 18, 2018
John Moore, Joel Pfeiffer, Kai Wei, Rishabh Iyer, Denis Charles, Ran Gilad-Bachrach, Levi Boyles, Eren Manavoglu


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Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications to Parallel Machine Learning and Multi-Label Image Segmentation


Aug 16, 2016
Kai Wei, Rishabh Iyer, Shengjie Wang, Wenruo Bai, Jeff Bilmes


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